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researcher

V. Abeykoon

10 papers hereh-index 10231 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author5

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.DC9
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedHigh Performance Dataframes from Parallel Processing Patterns

7 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

eess.IV2019

Scientific Image Restoration Anywhere

Vibhatha Abeykoon, Zhengchun Liu, Rajkumar Kettimuthu +2

The use of deep learning models within scientific experimental facilities frequently requires low-latency inference, so that, for example, quality control operations can be perform…

cs.DC2019

Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM

Vibhatha Abeykoon, Geoffrey Fox, Minje Kim

Understanding the bottlenecks in implementing stochastic gradient descent (SGD)-based distributed support vector machines (SVM) algorithm is important in training larger data sets.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.